Improved Software Development Effort Estimation Based on Fuzzy Logic Functions
Journal Title: International Journal of Engineering Sciences & Research Technology - Year 2014, Vol 3, Issue 12
Abstract
The systems and software development industry is characterized by a paradigm of project failure. One of the known contributing causes of these project failures is poor requirements engineering and management, which has been repeatedly and widely discussed and documented. But there are other factors also like poor software project management practices, poor design strategy and inefficient testing principles also contributing to project failures.A fuzzy model is more pertinent when the systems are inadequate for analysis by conventional means or when the available data is uncertain, inaccurate or vague. In this paper, software development effort estimation using Fuzzy Triangular Membership Function, GBell Membership Function, Gauss2 Membership Function and Trapezoidal Membership Function is implemented using Mamdani Type Fuzzy inference system of Fuzzy Logic Toolbox Software of Matlab R2013a and the results of these membership functions are compared with each other and with COCOMO model. It is found that the Fuzzy Logic Model using Gaussian2 Membership Functionprovided best results.
Authors and Affiliations
Keywords
Related Articles
- EP ID EP142595
- DOI -
- Views 56
- Downloads 0
REVIEW ON FORMULATION OF APPROXIMATE, GENERALIZED FIELD DATABASED MODEL AND ITS SIMULATION, OPTIMIZATION, RELIABILITY EVALUATION FOR SOME OPERATIONS OF MANUFACTURING ENTERPRISE
The present reviw is aimed at establishing mathematical relationship between the responses and inputs at some operation and formulating the field databased mathematical model for manufacturing...
Comparative Analysis of Various Condenser in Vapour Compression Refrigeration System
The present work is to analyze performance of refrigeration system on three condensers viz. micro-channel, round tube and coil tube using R134a and R290 refrigerants. These three condensers are kept in parallel wi...
CHARACTERIZATION AND APPLICATION OF SHAKE TABLE FOR STRUCTURAL MODEL
The present work is to finding the dynamic responses of a developed model using a shake table. The motion characteristics of the shake table were also considered as the part of study. These characteristics were ev...
4-CLASS MOTOR IMAGERY CLASSIFICATION FOR POST STROKE REHABILITATION USING BRAIN-COMPUTER INTERFACE
Brain-Computer Interface (BCI) is a mechanism that helps in the control/communication of one’s environment through the brain signals obtained directly from the brain via an EEG signal acquisition unit. A BCI i...
DESIGN AND SIMULATION OF SUPER HETEROJUNCTION FIELD EFFECT TRANSISTORS BASED ON GAN USING THE POLARIZATION JUNCTION CONCEPT
In GaN Based Super Hetreojunction Field Effect Transistors a 2 Dimensional Hole Gas (DHG) is formed in addition to the 2 Dimensional Electron Gas. The positive and negative charges due to the polarization nullify each o...